Guanhua Tian

Semantic expansion using word embedding clustering and convolutional neural network for improving short text classification

Peng Wang, Bo Xu, Jiaming Xu et al. · Neurocomputing · 2015 · 306 citations

Natural Language Processing, Convolutional Neural Network, Engineering +13

Short Text Clustering via Convolutional Neural Networks

Jiaming Xu, Peng Wang, Guanhua Tian et al. · 2015 · 175 citations · Full text

Recursive Deep Learning for Sentiment Analysis over Social Data

Changliang Li, Bo Xu, Gaowei Wu et al. · 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT) · 2014 · 48 citations

Structured Prediction, Engineering, Machine Learning +18

Large-scale Knowledge Base Completion

Zhuoyu Wei, Jun Zhao, Kang Liu et al. · 2015 · 41 citations

Natural Language Processing, Knowledge Base, Engineering +15

Convolutional neural networks for text hashing

Jiaming Xu, Peng Wang, Guanhua Tian et al. · 2015 · 32 citations

Engineering, Machine Learning, Text Mining +16